KEMLG - Grup d'Enginyeria del Coneixement i Aprenentatge Automàtic

 

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Enviaments recents

  • Using contextual information in music playlist recommendations 

    Gatzioura, Ana; Sànchez-Marrè, Miquel (IOS Press, 2017-10-01)
    Article
    Accés obert
    Recommender Systems have become a fundamental part of various applications supporting users when searching for items they could be interested in, at a given moment. However, the majority of Recommender Systems generate ...

  • Generating complete menus from nutritional prescriptions by using advanced CBR and Real Food Databases 

    Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (IOS Press, 2017-10-01)
    Article
    Accés restringit per política de l'editorial
    Prevention and nutrition are key issues to guarantee a healthy lifestyle and are in the kernel of the new paradigm of patient-centered medicine. A healthy diet protects against risk factors of a large number of chronic ...

  • Including hard restrictions into Diet4You Menu Planner 

    Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (IOS Press, 2018-10-01)
    Article
    Accés restringit per política de l'editorial
    Healthy life-styles have become a keystone of the modern health approach, according to its strategic role in preventing the development of some chronic diseases and maintaining the quality of life of persons. More and more, ...

  • Wind energy forecasting with neural networks: a literature review 

    Manero, Jaume; Béjar Alonso, Javier; Cortés García, Claudio Ulises (2018)
    Article
    Accés obert
    Renewable energy is intermittent by nature and to integrate this energy into the Grid while assuring safety and stability the accurate forecasting of there newable energy generation is critical. Wind Energy prediction is ...

  • Designing a gamified social platform for people living with dementia and their live-in family caregivers 

    Tzallas, Alexandros T.; Katertsidis, Nikolaos; Glykos, Konstantinos; Barrué Subirana, Cristian; Votis, Konstantinos; Cortés García, Claudio Ulises (Association for Computing Machinery (ACM), 2018)
    Text en actes de congrés
    Accés obert
    In the current paper, a social gamified platform for people living with dementia and their live-in family caregivers, integrating a broader diagnostic approach and interactive interventions is presented. The CAREGIVERSPRO-MMD ...

  • Go with the flow: Recurrent networks for wind time series multi-step forecasting 

    Manero, Jaume; Béjar Alonso, Javier; Cortés García, Claudio Ulises (IOS Press, 2018)
    Text en actes de congrés
    Accés obert
    One of the ways of reducing the effects of Climate Change is to rely on renewable energy sources. Their intermittent nature makes necessary to obtain a mid-long term accurate forecasting. Wind Energy prediction is based ...

  • Predicting wind energy generation with recurrent neural networks 

    Manero, Jaume; Béjar Alonso, Javier; Cortés García, Claudio Ulises (Springer, 2018)
    Text en actes de congrés
    Accés obert
    Decarbonizing the energy supply requires extensive use of renewable generation. Their intermittent nature requires to obtain accurate forecasts of future generation, at short, mid and long term. Wind Energy generation ...

  • Intelligent management of measurement units equivalences in food databases 

    Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (Springer, 2018-10-23)
    Capítol de llibre
    Accés restringit per política de l'editorial
    This book constitutes the refereed proceedings of the 18th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2018, held in Granada, Spain, in October 2018. The 36 full papers presented were carefully ...

  • An approach to gait analysis from human-rollator interaction: the i-Walker 

    Cortés Martínez, Atia; Ojeda, Maribel; Béjar Alonso, Javier; Martínez Velasco, Antonio Benito (Ios Press, 2018)
    Text en actes de congrés
    Accés obert
    Falls are one of the main causes of injury and injury-related deaths in the older demographic sector. During the last decade, several solutions have been proposed for fall detection or prevention, but also to assist old ...

  • Recurrent inhibition in the cerebral cortex 

    Béjar Alonso, Javier; Martínez Lorenzana, Guadalupe; González Hernández, Abimael; Cortés García, Claudio Ulises; Condés Lara, Miguel (2019-03-23)
    Article
    Accés restringit per política de l'editorial
    Neuronal activity can be modulated by endogenous control mechanisms that either facilitate or suppress it. With this idea in mind, we attempted to evaluate and correlate spinal neuronal activity with the amplitude of ...

  • Context-aware user modeling strategies for journey plan recommendation 

    Codina, Victor; Mena, José; Oliva Felipe, Luis Javier (Springer, 2015)
    Comunicació de congrés
    Accés obert
    Popular journey planning systems, like Google Maps or Yahoo! Maps, usually ignore user’s preferences and context. This paper shows how we applied context-aware recommendation technologies in an existing journey planning ...

  • Personalized fully multimodal journey planner 

    Jakob, Michal; Hrncir, Jan; Oliva Felipe, Luis Javier; Ronzano, Francesco; Finnegan, Jason (IOS Press, 2014)
    Comunicació de congrés
    Accés obert
    We present an advanced journey planner designed to help travellers to take full advantage of the increasingly rich, and consequently more complex offering of mobility services available in modern cities. In contrast to ...

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